Simulated Epidemics in 3D Protein Structures to Detect Functional Properties
Biomolecules
2021-07-19 v2
Abstract
The outcome of an epidemic is closely related to the network of interactions between the individuals. Likewise, protein functions depend on the 3D arrangement of their residues and on the underlying energetic interaction network. Borrowing ideas from the theoretical framework that has been developed to address the spreading of real diseases, we study the diffusion of a fictitious epidemic inside the protein non-bonded interaction network. Our approach allowed to probe the overall stability and the capability to propagate information in the complex 3D-structures and proved to be very efficient in addressing different problems, from the assessment of thermal stability to the identification of allosteric sites.
Cite
@article{arxiv.1906.05390,
title = {Simulated Epidemics in 3D Protein Structures to Detect Functional Properties},
author = {Mattia Miotto and Lorenzo Di Rienzo and Pietro Corsi and Giancarlo Ruocco and Domenico Raimondo and Edoardo Milanetti},
journal= {arXiv preprint arXiv:1906.05390},
year = {2021}
}
Comments
9 pages, 5 figures